Journal of Intelligent Systems (Jun 2022)

Topology optimization of computer communication network based on improved genetic algorithm

  • Ai Hua,
  • Fan Yuhong,
  • Zhang Jilei,
  • Ghafoor Kayhan Zrar

DOI
https://doi.org/10.1515/jisys-2022-0050
Journal volume & issue
Vol. 31, no. 1
pp. 651 – 659

Abstract

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The topology optimization of computer communication network is studied based on improved genetic algorithm (GA), a network optimization design model based on the establishment of network reliability maximization under given cost constraints, and the corresponding improved GA is proposed. In this method, the corresponding computer communication network cost model and computer communication network reliability model are established through a specific project, and the genetic intelligence algorithm is used to solve the cost model and computer communication network reliability model, respectively. It has been proved that GA can solve the complex problems of computer working environment better, which is 80% higher than the general algorithm, and can select the optimal scheme pertinently.

Keywords